{"cells":[{"metadata":{"trusted":true,"_uuid":"dc7f2f52a4abcc33a67850fde675a5c563d32880"},"cell_type":"code","source":"sbase = \"\".join(chr(i) for i in range(0,65535) if chr(i).isalnum())\n\ndef encode(bin_str, sbase):\n    n = int(bin_str,2)   \n    code = []\n    base = len(sbase)\n    while n > 0:\n        n, c = divmod(n, base)\n        code.append(sbase[c])\n    code = reversed(code)\n    return ''.join(code)\n\ndef decode(code, sbase, size):\n    code = reversed(code)\n    base = len(sbase)\n    bin_str =  bin(sum([sbase.index(c)*base**i for i, c in enumerate(code)]))[2:]\n    bin_str = (size-len(bin_str))*'0' + bin_str\n    return bin_str","execution_count":null,"outputs":[]},{"metadata":{"_uuid":"e51f55a0adbcb3f2301ddcb1da56c90c2c2a4f1e"},"cell_type":"markdown","source":"**To see the pred_compress_copy string source, see version 1 of this kernel**"},{"metadata":{"trusted":true,"_uuid":"a50b19be4edb4afe7a7b39f39e5976a6c635b97a"},"cell_type":"code","source":"pred_compress_copy = 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pandas as pd\nsub = pd.read_csv('../input/sample_submission.csv')\npred_to_submit = decode(pred_compress_copy, sbase, len(sub))\nsub['prediction'] = list(pred_to_submit)\nsub.to_csv('submission.csv', index=False)","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"name":"python","version":"3.6.6","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat":4,"nbformat_minor":1}